Neurology Commons^™

Healthcare Utilization And Clinical Characteristics Of Genetic Epilepsy In Electronic Health Records, Christian M Boßelmann, Alina Ivaniuk, Mark St John, Sara C Taylor, Gokul Krishnaswamy, Alex Milinovich, Costin Leu, Ajay Gupta, Elia M Pestana-Knight, Imad Najm, Dennis Lal

Faculty, Staff and Student Publications

Understanding the clinical characteristics and medical treatment of individuals affected by genetic epilepsies is instrumental in guiding selection for genetic testing, defining the phenotype range of these rare disorders, optimizing patient care pathways and pinpointing unaddressed medical need by quantifying healthcare resource utilization. To date, a matched longitudinal cohort study encompassing the entire spectrum of clinical characteristics and medical treatment from childhood through adolescence has not been performed. We identified individuals with genetic and non-genetic epilepsies and onset at ages 0–5 years by linkage across the Cleveland Clinic Health System. We used natural language processing to extract medical terms and …

Higher Procedural Volumes Are Associated With Faster Treatment Times, Better Functional Outcomes, And Lower Mortality In Patients Undergoing Endovascular Treatment For Acute Ischemic Stroke, Raul G. Nogueira, Diogo C. Haussen, Eric E. Smith, Jie-Lena Sun, Ying Xian, Brooke Alhanti, Rosalia Blanco, Brian Mac Grory, Mohamed F. Doheim, Ameer E. Hassan

School of Medicine Publications

Objective We aimed to characterize the association of hospital procedural volumes with outcomes among acute ischemic stroke (AIS) patients undergoing endovascular therapy (EVT).

Methods This was a retrospective, observational cohort study using data prospectively collected from January 1, 2016, to December 31, 2019, in the Get With The Guidelines-Stroke registry. Participants were derived from a cohort of 60,727 AIS patients treated with EVT within 24 hours at 626 hospitals. The primary cohort excluded patients with pretreatment NIHSS6 hours, and inter-hospital transfers. There were two secondary cohorts: (1) EVT metrics cohort: excluded patients with missing data on time from door-to-arterial-puncture; (2) …

Nonalcoholic Fatty Liver Disease, Liver Fibrosis, And Structural Brain Imaging: The Cross-Cohort Collaboration, Galit Weinstein, Adrienne O'Donnell, Stefan Frenzel, Tian Xiao, Amber Yaqub, Pinar Yilmaz, Robert J. De Knegt, Gladys E. Maestre, Debora Melo Van Lent, Michelle Long

School of Medicine Publications

Background and purpose

Prior studies reported conflicting findings regarding the association of nonalcoholic fatty liver disease (NAFLD) and liver fibrosis with measures of brain health. We examined whether NAFLD and liver fibrosis are associated with structural brain imaging measures in middle- and old-age adults.

Methods

In this cross-sectional study among dementia- and stroke-free individuals, data were pooled from the Offspring and Third Generation cohorts of the Framingham Heart Study (FHS), the Rotterdam Study (RS), and the Study of Health in Pomerania. NAFLD was assessed through abdominal imaging. Transient hepatic elastography (FibroScan) was used to assess liver fibrosis in FHS and …

Metabolic Bioactivation Of Antidepressants: Advance And Underlying Hepatotoxicity, Saleh M Khalil, Kevin R Mackenzie, Mirjana Maletic-Savatic, Feng Li

Faculty, Staff and Students Publications

Many drugs that serve as first-line medications for the treatment of depression are associated with severe side effects, including liver injury. Of the 34 antidepressants discussed in this review, four have been withdrawn from the market due to severe hepatotoxicity, and others carry boxed warnings for idiosyncratic liver toxicity. The clinical and economic implications of antidepressant-induced liver injury are substantial, but the underlying mechanisms remain elusive. Drug-induced liver injury may involve the host immune system, the parent drug, or its metabolites, and reactive drug metabolites are one of the most commonly referenced risk factors. Although the precise mechanism by which …

Age-Associated Temporal Decline In Butyrate-Producing Bacteria Plays A Key Pathogenic Role In The Onset And Progression Of Neuropathology And Memory Deficits In 3×Tg-Ad Mice, Paula M Chilton, Smita S Ghare, Benjamin T Charpentier, Scott A Myers, Aakarsha V Rao, Joseph F Petrosino, Kristi L Hoffman, John C Greenwell, Neetu Tyagi, Jyotirmaya Behera, Yali Wang, Lucy J Sloan, Jingwen Zhang, Christopher B Shields, Gregory E Cooper, Leila Gobejishvili, Scott R Whittemore, Craig J Mcclain, Shirish S Barve

Faculty, Staff and Students Publications

Alterations in the gut-microbiome-brain axis are increasingly being recognized to be involved in Alzheimer's disease (AD) pathogenesis. However, the functional consequences of enteric dysbiosis linking gut microbiota and brain pathology in AD progression remain largely undetermined. The present work investigated the causal role of age-associated temporal decline in butyrate-producing bacteria and butyrate in the etiopathogenesis of AD. Longitudinal metagenomics, neuropathological, and memory analyses were performed in the 3×Tg-AD mouse model. Metataxonomic analyses showed a significant temporal decline in the alpha diversity marked by a decrease in butyrate-producing bacterial communities and a concurrent reduction in cecal butyrate production. Inferred metagenomics analysis …

Metabolink Is A Novel Algorithm For Unveiling Cell-Specific Metabolic Pathways In Longitudinal Datasets, Jared Lichtarge, Gerarda Cappuccio, Soumya Pati, Alfred Kwabena Dei-Ampeh, Senghong Sing, Lihua Ma, Zhandong Liu, Mirjana Maletic-Savatic

Duncan NRI Faculty and Staff Publications

Introduction: In the rapidly advancing field of 'omics research, there is an increasing demand for sophisticated bioinformatic tools to enable efficient and consistent data analysis. As biological datasets, particularly metabolomics, become larger and more complex, innovative strategies are essential for deciphering the intricate molecular and cellular networks.

Methods: We introduce a pioneering analytical approach that combines Principal Component Analysis (PCA) with Graphical Lasso (GLASSO). This method is designed to reduce the dimensionality of large datasets while preserving significant variance. For the first time, we applied the PCA-GLASSO algorithm (i.e., MetaboLINK) to metabolomics data derived from Nuclear Magnetic Resonance (NMR) spectroscopy …

Tremor In Cervical Dystonia, Sinem Balta Beylergil, Krishna Nikhil Mukunda, Mohamed Elkasaby, Joel S Perlmutter, Stewart Factor, Tobias Bäumer, Jeanne Feurestein, Erika Shelton, Steven Bellows, Joseph Jankovic, Abhimanyu Mahajan, Tila Wamer-Rosen, Stephen G Reich, Aparna Wagle Shukla, Irene Malaty, Alberto Espay, Kevin Duque, Mark S Ledoux, Rachel Saunders-Pullman, Katherine Leaver, Samuel Frank, Alexander Pantelyat, Victor Fung, Sarah Pirio Richardson, Brian Berman, Natividad Stover, Andres Deik, William Ondo, Christopher Groth, Hyder A Jinnah, Aasef G Shaikh

Faculty, Staff and Students Publications

BACKGROUND: Cervical dystonia (CD) is the most common form of focal dystonia encountered in the clinic. Approximately one-third of CD patients have co-existing tremor in the head and hands. Assessment of tremor as regular or irregular in context of its oscillation trajectory, frequency, and amplitude is a major clinical challenge and can confound the diagnosis of CD. The misdiagnosis may lead to therapeutic failures, poor quality of life, and poor utilization of medical and financial resources.

METHODS: We analyzed the largest cohort of CD patients (

RESULTS: Out of 3,117 CD patients, 1,367 had neck tremor. The neck tremor was …

Use Of Botulinum Toxin In The Management Of Dystonia In Parkinson’S Disease, Charenya Anandan, Joseph Jankovic

Faculty, Staff and Students Publications

Botulinum toxin is one of the most potent neurotoxins, but when injected into an overactive muscle, it can transiently alleviate an involuntary movement, such as dystonia. The primary aim of this article is to provide a comprehensive review of the various forms of dystonia observed in patients with Parkinson's disease who can benefit from a therapeutic trial of botulinum toxin. Although most of these indications are not supported by randomized controlled clinical trials and, therefore, not approved by the Food and Drug Administration, there are many open-label trials supporting a large body of empirical experience testifying to the benefits of …

Delivering Multidisciplinary Rehabilitation Care In Parkinson's Disease: An International Consensus Statement, Jennifer G Goldman, Daniele Volpe, Terry D Ellis, Mark A Hirsch, Julia Johnson, Julia Wood, Ana Aragon, Roberta Biundo, Alessandro Di Rocco, Glenn S Kasman, Robert Iansek, Janis Miyasaki, Victor M Mcconvey, Marten Munneke, Serge Pinto, Karen A St Clair, Santiago Toledo, Michele K York, Ronnie Todaro, Nicole Yarab, Kristin Wallock

Faculty, Staff and Students Publications

BACKGROUND: Parkinson's disease (PD) is a complex neurodegenerative disorder impacting everyday function and quality of life. Rehabilitation plays a crucial role in improving symptoms, function, and quality of life and reducing disability, particularly given the lack of disease-modifying agents and limitations of medications and surgical therapies. However, rehabilitative care is under-recognized and under-utilized in PD and often only utilized in later disease stages, despite research and guidelines demonstrating its positive effects. Currently, there is a lack of consensus regarding fundamental topics related to rehabilitative services in PD.

OBJECTIVE: The goal of the international Parkinson's Foundation Rehabilitation Medicine Task Force was …

Ultradian Rhythms In Accelerometric And Autonomic Data Vary Based On Seizure Occurrence In Paediatric Epilepsy Patients, Solveig Vieluf, Sarah Cantley, Vaishnav Krishnan, Tobias Loddenkemper

Faculty, Staff and Students Publications

Ultradian rhythms are physiological oscillations that resonate with period lengths shorter than 24 hours. This study examined the expression of ultradian rhythms in patients with epilepsy, a disease defined by an enduring seizure risk that may vary cyclically. Using a wearable device, we recorded heart rate, body temperature, electrodermal activity and limb accelerometry in patients admitted to the paediatric epilepsy monitoring unit. In our case–control design, we included recordings from 29 patients with tonic–clonic seizures and 29 non-seizing controls. We spectrally decomposed each signal to identify cycle lengths of interest and compared average spectral power- and period-related markers between groups. …

Screening For Adhd In Adult Patients With Epilepsy: Prevalence Of Symptoms And Challenges To Diagnosis, Trung Nguyen, Emily Xiao, Allison Clark, Afroz Shamim, Atul Maheshwari

Faculty, Staff and Students Publications

OBJECTIVE: Given the complex nature of seizure disorders and their treatments, ADHD may be underdiagnosed in this population. We hypothesized that a higher percentage of patients presenting to a seizure clinic would endorse ADHD symptoms compared to rates reported in the general population and that formal screening for ADHD symptoms would identify patients with previously undiagnosed comorbid ADHD.

METHODS: In this study, we surveyed 312 adults in a seizure clinic using the Adult ADHD Self-Report Scale (ASRS-v1.1).

RESULTS: We found that 90 patients (28.8%) screened positive with the ASRS-v1.1, but only nine of these patients were able to complete neuropsychological …

Continuous Subcutaneous Foslevodopa/Foscarbidopa Infusion For The Treatment Of Motor Fluctuations In Parkinson’S Disease: Considerations For Initiation And Maintenance, Victor S C Fung, Jason Aldred, Martha P Arroyo, Filip Bergquist, Agnita J W Boon, Manon Bouchard, Sarah Bray, Sara Dhanani, Maurizio F Facheris, Nahome Fisseha, Eric Freire-Alvarez, Robert A Hauser, Anna Jeong, Jia Jia, Pavnit Kukreja, Michael J Soileau, Amy M Spiegel, Saritha Talapala, Arjun Tarakad, Enrique Urrea-Mendoza, Jorge Zamudio, Rajesh Pahwa

Faculty, Staff and Students Publications

BACKGROUND: As Parkinson's disease (PD) advances, management is challenged by an increasingly variable and inconsistent response to oral dopaminergic therapy, requiring special considerations by the provider. Continuous 24 h/day subcutaneous infusion of foslevodopa/foscarbidopa (LDp/CDp) provides steady dopaminergic stimulation that can reduce symptom fluctuation.

OBJECTIVE: Our aim is to review the initiation, optimization, and maintenance of LDp/CDp therapy, identify possible challenges, and share potential mitigations.

METHODS: Review available LDp/CDp clinical trial data for practical considerations regarding the management of patients during LDp/CDp therapy initiation, optimization, and maintenance based on investigator clinical trial experience.

RESULTS: LDp/CDp initiation, optimization, and maintenance can be …

A Dual Target Molecular Magnetic Resonance Imaging Probe For Noninvasive Profiling Of Pathologic Alpha-Synuclein And Microgliosis In A Mouse Model Of Parkinson’S Disease, Xianwei Sun, Andrew Badachhape, Prajwal Bhandari, Jeannie Chin, Ananth Annapragada, Eric Tanifum

Faculty, Staff and Students Publications

The pathogenesis of Parkinson’s disease (PD) is characterized by progressive deposition of alpha-synuclein (α-syn) aggregates in dopaminergic neurons and neuroinflammation. Noninvasive in vivo imaging of α-syn aggregate accumulation and neuroinflammation can elicit the underlying mechanisms involved in disease progression and facilitate the development of effective treatment as well as disease diagnosis and prognosis. Here we present a novel approach to simultaneously profile α-syn aggregation and reactive microgliosis in vivo, by targeting oligomeric α-syn in cerebrospinal fluid with nanoparticle bearing a magnetic resonance imaging (MRI), contrast payload. In this proof-of-concept report we demonstrate, in vitro, that microglia and neuroblastoma …

Association Of Circulating Ketone Bodies With Cognitive Performance And Dementia In The Multi-Ethnic Study Of Atherosclerosis (Mesa), Parag Anilkumar Chevli, Christopher L Schaich, Alexis C Wood, Luqman A Tk, Anurag Mehta, Vardhmaan Jain, Margery Connelly, Suzanne Craft, Elad Shemesh, José A Luchsinger, Kathleen M Hayden, Bonnie Colleen Sachs, Timothy M Hughes, Michael D Shapiro

Faculty, Staff and Students Publications

Introduction

Growing interest centers on the association between circulating ketone bodies (KB) and cognitive function, notably in aging and neurodegenerative diseases.

Methods

Associations of plasma KB with incident dementia and cognitive performances were examined among Multi‐Ethnic Study of Atherosclerosis (MESA) participants. KB were measured using plasma samples collected following an overnight fasting at Exam 1 (2000–02) and detailed cognitive testing at Exam 5 (2010–2012, N = 4392), Exam 6 (2016–2018, N = 1838), and in MESA‐MIND (2019–2021, N = 2060).

Results

Over 16.7 years, a doubling of total KB was associated with a greater risk of incident dementia (hazard ratio …

Research Considerations For Prospective Studies Of Patients With Coma And Disorders Of Consciousness, Lorenzo Tinti, Thomas Lawson, Erika Molteni, Daniel Kondziella, Verena Rass, Tarek Sharshar, Yelena G Bodien, Joseph T Giacino, Stephan A Mayer, Moshgan Amiri, Susanne Muehlschlegel, Chethan P Venkatasubba Rao, Paul M Vespa, David K Menon, Giuseppe Citerio, Raimund Helbok, Molly Mcnett

Faculty, Staff and Students Publications

Disorders of consciousness are neurological conditions characterized by impaired arousal and awareness of self and environment. Behavioural responses are absent or are present but fluctuate. Disorders of consciousness are commonly encountered as a consequence of both acute and chronic brain injuries, yet reliable epidemiological estimates would require inclusive, operational definitions of the concept, as well as wider knowledge dissemination among involved professionals. Whereas several manifestations have been described, including coma, vegetative state/unresponsive wakefulness syndrome and minimally conscious state, a comprehensive neurobiological definition for disorders of consciousness is still lacking. The scientific literature is primarily observational, and studies-specific aetiologies lead to …

Editorial: Epilepsy And Alzheimer’S Disease: Shared Pathology, Clinical Presentations, And Targets For Treatment, Beth Leeman-Markowski, Jeannie Chin, Dominique Leitner, Keith Vossel

Faculty, Staff and Students Publications

No abstract provided.

Laminar Multi-Contrast Fmri At 7t Allows Differentiation Of Neuronal Excitation And Inhibition Underlying Positive And Negative Bold Responses, Xingfeng Shao, Fanhua Guo, Junghwan Kim, David Ress, Chenyang Zhao, Qinyang Shou, Kay Jann, Danny Jj Wang

Faculty, Staff and Students Publications

A major challenge for human neuroimaging using functional MRI is the differentiation of neuronal excitation and inhibition which may induce positive and negative BOLD responses. Here, we present an innovative multi-contrast laminar functional MRI technique that offers comprehensive and quantitative imaging of neurovascular (CBF, CBV, BOLD) and metabolic (CMRO2) responses across cortical layers at 7T. This technique was first validated through a finger-tapping experiment, revealing ‘double-peak’ laminar activation patterns within the primary motor cortex. By employing a ring-shaped visual stimulus that elicited positive and negative BOLD responses, we further observed distinct neurovascular and metabolic responses across cortical layers and eccentricities …

Editorial: Symmetry As A Guiding Principle In Artificial And Brain Neural Networks, Volume Ii, Fabio Anselmi, Ankit B Patel

Faculty, Staff and Students Publications

No abstract provided.

Dimensionality Reduction And Nearest Neighbors For Improving Out-Of-Distribution Detection In Medical Image Segmentation, Mckell Woodland, Nihil Patel, Austin Castelo, Mais Al Taie, Mohamed Eltaher, Joshua P Yung, Tucker J Netherton, Tiffany L Calderone, Jessica I Sanchez, Darrel W Cleere, Ahmed Elsaiey, Nakul Gupta, David Victor, Laura Beretta, Ankit B Patel, Kristy K Brock

Faculty, Staff and Students Publications

Clinically deployed deep learning-based segmentation models are known to fail on data outside of their training distributions. While clinicians review the segmentations, these models tend to perform well in most instances, which could exacerbate automation bias. Therefore, detecting out-of-distribution images at inference is critical to warn the clinicians that the model likely failed. This work applied the Mahalanobis distance (MD) post hoc to the bottleneck features of four Swin UNETR and nnU-net models that segmented the liver on T1-weighted magnetic resonance imaging and computed tomography. By reducing the dimensions of the bottleneck features with either principal component analysis or uniform …

Rragd-Associated Autosomal Dominant Kidney Hypomagnesemia With Cardiomyopathy: A Review On The Clinical Manifestations And Therapeutic Options, Francesco Trepiccione, Irene Sambri, Barbara Ruggiero, Francesco Emma, Andrea Ballabio, Giulia Florio, Ines Vanderheyden, Anna Iervolino, François Jouret

Duncan NRI Faculty and Staff Publications

Background: A hereditary condition primarily affecting the kidneys and heart has newly been identified: the RRAGD-associated autosomal dominant kidney hypomagnesemia with cardiomyopathy (ADKH-RRAGD). This disorder is characterized by renal loss of magnesium and potassium, coupled with varying degrees of cardiac dysfunction. These range from arrhythmias to severe dilated cardiomyopathy, which may require heart transplantation. Mutations associated with RRAGD significantly disrupt the non-canonical branch of the mechanistic target of rapamycin complex 1 pathway. This disruption hinders the nuclear translocation and transcriptional activity of the transcription factor EB a crucial regulator of lysosomal and autophagic function.

Summary: All identified RRAGD variants compromise …

Mecp2-Related Disorders While Gene-Based Therapies Are On The Horizon, Katherine Allison, Mirjana Maletic-Savatic, Davut Pehlivan

Faculty, Staff and Students Publications

The emergence of new genetic tools has led to the discovery of the genetic bases of many intellectual and developmental disabilities. This creates exciting opportunities for research and treatment development, and a few genetic disorders (e.g., spinal muscular atrophy) have recently been treated with gene-based therapies. MECP2 is found on the X chromosome and regulates the transcription of thousands of genes. Loss of MECP2 gene product leads to Rett Syndrome, a disease found primarily in females, and is characterized by developmental regression, motor dysfunction, midline hand stereotypies, autonomic nervous system dysfunction, epilepsy, scoliosis, and autistic-like behavior. Duplication of MECP2 causes …

Functional Genomics And Small Molecules In Mitochondrial Neurodevelopmental Disorders, Daniel G Calame, Lisa T Emrick

Faculty, Staff and Students Publications

Mitochondria are critical for brain development and homeostasis. Therefore, pathogenic variation in the mitochondrial or nuclear genome which disrupts mitochondrial function frequently results in developmental disorders and neurodegeneration at the organismal level. Large-scale application of genome-wide technologies to individuals with mitochondrial diseases has dramatically accelerated identification of mitochondrial disease-gene associations in humans. Multi-omic and high-throughput studies involving transcriptomics, proteomics, metabolomics, and saturation genome editing are providing deeper insights into the functional consequence of mitochondrial genomic variation. Integration of deep phenotypic and genomic data through allelic series continues to uncover novel mitochondrial functions and permit mitochondrial gene function dissection on an …

Researching Covid To Enhance Recovery (Recover) Pediatric Study Protocol: Rationale, Objectives And Design, Rachel S Gross, Tanayott Thaweethai, Erika B Rosenzweig, James Chan, Lori B Chibnik, Mine S Cicek, Amy J Elliott, Valerie J Flaherman, Andrea S Foulkes, Margot Gage Witvliet, Richard Gallagher, Maria Laura Gennaro, Terry L Jernigan, Elizabeth W Karlson, Stuart D Katz, Patricia A Kinser, Lawrence C Kleinman, Michelle F Lamendola-Essel, Joshua D Milner, Sindhu Mohandas, Praveen C Mudumbi, Jane W Newburger, Kyung E Rhee, Amy L Salisbury, Jessica N Snowden, Cheryl R Stein, Melissa S Stockwell, Kelan G Tantisira, Moriah E Thomason, Dongngan T Truong, David Warburton, John C Wood, Shifa Ahmed, Almary Akerlundh, Akram N Alshawabkeh, Brett R Anderson, Judy L Aschner, Andrew M Atz, Robin L Aupperle, Fiona C Baker, Venkataraman Balaraman, Dithi Banerjee, Deanna M Barch, Arielle Baskin-Sommers, Sultana Bhuiyan, Marie-Abele C Bind, Amanda L Bogie, Tamara Bradford, Natalie C Buchbinder, Elliott Bueler, Hülya Bükülmez, B J Casey, Linda Chang, Maryanne Chrisant, Duncan B Clark, Rebecca G Clifton, Katharine N Clouser, Lesley Cottrell, Kelly Cowan, Viren D'Sa, Mirella Dapretto, Soham Dasgupta, Walter Dehority, Audrey Dionne, Kirsten B Dummer, Matthew D Elias, Shari Esquenazi-Karonika, Danielle N Evans, E Vincent S Faustino, Alexander G Fiks, Daniel Forsha, John J Foxe, Naomi P Friedman, Greta Fry, Sunanda Gaur, Dylan G Gee, Kevin M Gray, Stephanie Handler, Ashraf S Harahsheh, Keren Hasbani, Andrew C Heath, Camden Hebson, Mary M Heitzeg, Christina M Hester, Sophia Hill, Laura Hobart-Porter, Travis K F Hong, Carol R Horowitz, Daniel S Hsia, Matthew Huentelman, Kathy D Hummel, Katherine Irby, Joanna Jacobus, Vanessa L Jacoby, Pei-Ni Jone, David C Kaelber, Tyler J Kasmarcak, Matthew J Kluko, Jessica S Kosut, Angela R Laird, Jeremy Landeo-Gutierrez, Sean M Lang, Christine L Larson, Peter Paul C Lim, Krista M Lisdahl, Brian W Mccrindle, Russell J Mcculloh, Kimberly Mchugh, Alan L Mendelsohn, Torri D Metz, Julie Miller, Elizabeth C Mitchell, Lerraughn M Morgan, Eva M Müller-Oehring, Erica R Nahin, Michael C Neale, Manette Ness-Cochinwala, Sheila M Nolan, Carlos R Oliveira, Onyekachukwu Osakwe, Matthew E Oster, R Mark Payne, Michael A Portman, Hengameh Raissy, Isabelle G Randall, Suchitra Rao, Harrison T Reeder, Johana M Rosas, Mark W Russell, Arash A Sabati, Yamuna Sanil, Alice I Sato, Michael S Schechter, Rangaraj Selvarangan, S Kristen Sexson Tejtel, Divya Shakti, Kavita Sharma, Lindsay M Squeglia, Shubika Srivastava, Michelle D Stevenson, Jacqueline Szmuszkovicz, Maria M Talavera-Barber, Ronald J Teufel, Deepika Thacker, Felicia Trachtenberg, Mmekom M Udosen, Megan R Warner, Sara E Watson, Alan Werzberger, Jordan C Weyer, Marion J Wood, H Shonna Yin, William T Zempsky, Emily Zimmerman, Benard P Dreyer, Recover-Pediatric Consortium

Faculty, Staff and Students Publications

IMPORTANCE: The prevalence, pathophysiology, and long-term outcomes of COVID-19 (post-acute sequelae of SARS-CoV-2 [PASC] or "Long COVID") in children and young adults remain unknown. Studies must address the urgent need to define PASC, its mechanisms, and potential treatment targets in children and young adults.

OBSERVATIONS: We describe the protocol for the Pediatric Observational Cohort Study of the NIH's REsearching COVID to Enhance Recovery (RECOVER) Initiative. RECOVER-Pediatrics is an observational meta-cohort study of caregiver-child pairs (birth through 17 years) and young adults (18 through 25 years), recruited from more than 100 sites across the US. This report focuses on two of …

Understanding The Role Of Ampa Receptors In Autism: Insights From Circuit And Synapse Dysfunction, Andres Jimenez-Gomez, Megan X Nguyen, Jason S Gill

Faculty, Staff and Students Publications

Autism spectrum disorders represent a diverse etiological spectrum that converge on a syndrome characterized by discrepant deficits in developmental domains often highlighted by concerns in socialization, sensory integration, and autonomic functioning. Importantly, the incidence and prevalence of autism spectrum disorders have seen sharp increases since the syndrome was first described in the 1940s. The wide etiological spectrum and rising number of individuals being diagnosed with the condition lend urgency to capturing a more nuanced understanding of the pathogenic mechanisms underlying the autism spectrum disorders. The current review seeks to understand how the disruption of AMPA receptor (AMPAr)-mediated neurotransmission in the …

De Novo Missense Variants In Zbtb47 Are Associated With Developmental Delays, Hypotonia, Seizures, Gait Abnormalities, And Variable Movement Abnormalities, Scott K Ward, Alexandrea Wadley, Chun-Hui Anne Tsai, Paul J Benke, Lisa Emrick, Kristen Fisher, Kimberly M Houck, Hongzheng Dai, Undiagnosed Diseases Network, Maria J Guillen Sacoto, William Craigen, Kimberly Glaser, David R Murdock, Luis Rohena, Karin E M Diderich, Hennie T Bruggenwirth, Brendan Lee, Carlos Bacino, Lindsay C Burrage, Jill A Rosenfeld

Faculty, Staff and Students Publications

The collection of known genetic etiologies of neurodevelopmental disorders continues to increase, including several syndromes associated with defects in zinc finger protein transcription factors (ZNFs) that vary in clinical severity from mild learning disabilities and developmental delay to refractory seizures and severe autism spectrum disorder. Here we describe a new neurodevelopmental disorder associated with variants in ZBTB47 (also known as ZNF651), which encodes zinc finger and BTB domain-containing protein 47. Exome sequencing (ES) was performed for five unrelated patients with neurodevelopmental disorders. All five patients are heterozygous for a de novo missense variant in ZBTB47, with p.(Glu680Gly) (c.2039A>G) detected …

Proceedings Of The 11th Annual Deep Brain Stimulation Think Tank: Pushing The Forefront Of Neuromodulation With Functional Network Mapping, Biomarkers For Adaptive Dbs, Bioethical Dilemmas, Ai-Guided Neuromodulation, And Translational Advancements, Kara A Johnson, Nico U F Dosenbach, Evan M Gordon, Cristin G Welle, Kevin B Wilkins, Helen M Bronte-Stewart, Valerie Voon, Takashi Morishita, Yuki Sakai, Amanda R Merner, Gabriel Lázaro-Muñoz, Theresa Williamson, Andreas Horn, Ro'ee Gilron, Jonathan O'Keeffe, Aryn H Gittis, Wolf-Julian Neumann, Simon Little, Nicole R Provenza, Sameer A Sheth, Alfonso Fasano, Abbey B Holt-Becker, Robert S Raike, Lisa Moore, Yagna J Pathak, David Greene, Sara Marceglia, Lothar Krinke, Huiling Tan, Hagai Bergman, Monika Pötter-Nerger, Bomin Sun, Laura Y Cabrera, Cameron C Mcintyre, Noam Harel, Helen S Mayberg, Andrew D Krystal, Nader Pouratian, Philip A Starr, Kelly D Foote, Michael S Okun, Joshua K Wong

Faculty, Staff and Students Publications

The Deep Brain Stimulation (DBS) Think Tank XI was held on August 9-11, 2023 in Gainesville, Florida with the theme of "Pushing the Forefront of Neuromodulation". The keynote speaker was Dr. Nico Dosenbach from Washington University in St. Louis, Missouri. He presented his research recently published in Nature inn a collaboration with Dr. Evan Gordon to identify and characterize the somato-cognitive action network (SCAN), which has redefined the motor homunculus and has led to new hypotheses about the integrative networks underpinning therapeutic DBS. The DBS Think Tank was founded in 2012 and provides an open platform where clinicians, engineers, and …

Multimodal Prediction Of Obsessive-Compulsive Disorder And Comorbid Depression Severity And Energy Delivered By Deep Brain Electrodes, Saurabh Hinduja, Ali Darzi, Itir Onal Ertugrul, Nicole Provenza, Ron Gadot, Eric A Storch, Sameer A Sheth, Wayne K Goodman, Jeffrey F Cohn

Faculty, Staff and Students Publications

To develop reliable, valid, and efficient measures of obsessive-compulsive disorder (OCD) severity, comorbid depression severity, and total electrical energy delivered (TEED) by deep brain stimulation (DBS), we trained and compared random forests regression models in a clinical trial of participants receiving DBS for refractory OCD. Six participants were recorded during open-ended interviews at pre- and post-surgery baselines and then at 3-month intervals following DBS activation. Ground-truth severity was assessed by clinical interview and self-report. Visual and auditory modalities included facial action units, head and facial landmarks, speech behavior and content, and voice acoustics. Mixed-effects random forest regression with Shapley feature …

Translational Symmetry In Convolutions With Localized Kernels Causes An Implicit Bias Toward High Frequency Adversarial Examples, Josue O Caro, Yilong Ju, Ryan Pyle, Sourav Dey, Wieland Brendel, Fabio Anselmi, Ankit B Patel

Faculty, Staff and Students Publications

Adversarial attacks are still a significant challenge for neural networks. Recent efforts have shown that adversarial perturbations typically contain high-frequency features, but the root cause of this phenomenon remains unknown. Inspired by theoretical work on linear convolutional models, we hypothesize that translational symmetry in convolutional operations together with localized kernels implicitly bias the learning of high-frequency features, and that this is one of the main causes of high frequency adversarial examples. To test this hypothesis, we analyzed the impact of different choices of linear and non-linear architectures on the implicit bias of the learned features and adversarial perturbations, …

Integrative Computational Analyses Implicate Regulatory Genomic Elements Contributing To Spina Bifida, Paul Wolujewicz, Vanessa Aguiar-Pulido, Gaurav Thareja, Karsten Suhre, Olivier Elemento, Richard H Finnell, M Elizabeth Ross

Faculty, Staff and Students Publications

PURPOSE: Spina bifida (SB) arises from complex genetic interactions that converge to interfere with neural tube closure. Understanding the precise patterns conferring SB risk requires a deep exploration of the genomic networks and molecular pathways that govern neurulation. This study aims to delineate genome-wide regulatory signatures underlying SB pathophysiology.

METHODS: An untargeted, genome-wide approach was used to interrogate regulatory regions for rare single-nucleotide and copy-number variants (rSNVs and rCNVs, respectively) predicted to affect gene expression, comparing results from SB patients with healthy controls. Qualifying variants were subjected to a deep learning prioritization framework to identify the most functionally relevant variants, …

Parkinson's Disease And Other Alzheimer's Disease And Related Dementia Pathologies And The Progression Of Parkinsonism In Older Adults, Aron S Buchman, Lei Yu, Shahram Oveisgharan, Andrea R Zammit, Tianhao Wang, Joshua M Shulman, Veronique Vanderhorst, Sukrit Nag, David A Bennett

Faculty, Staff and Students Publications

BACKGROUND: The interrelationship of parkinsonism, Parkinson's disease (PD) and other Alzheimer's disease (AD) and Alzheimer's disease and related dementias (ADRD) pathologies is unclear.

OBJECTIVE: We examined the progression of parkinsonian signs in adults with and without parkinsonism, and their underlying brain pathologies.

METHODS: Annual parkinsonian signs were based on a modified Unified Parkinson's Disease Rating Scale. We used linear mixed effects models to compare the progression of parkinsonian signs in 3 groups categorized based on all available clinical evaluations: Group1 (never parkinsonism or clinical PD), Group2 (ever parkinsonism, but never clinical PD), Group3 (ever clinical PD). In decedents, we examined …